{"id":"W2059903057","doi":"10.1016/j.anucene.2011.05.010","title":"The effect of a CANDU fuel bundle geometry variation on thermalhydraulic performance","year":2011,"lang":"en","type":"article","venue":"Annals of Nuclear Energy","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Atomic Energy of Canada Limited; Ministry of Education, Science and Technology","keywords":"Bundle; Buoyancy; Materials science; Mechanics; Transverse plane; Power (physics); Geometry; Thermodynamics; Physics; Mathematics; Structural engineering; Composite material; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003345895,0.0003972623,0.0003312155,0.0003214601,0.0003924245,0.0005324343,0.0004266687,0.0005006996,0.002553048],"category_scores_gemma":[0.001295481,0.0001929378,0.0001947701,0.0004420507,0.0003635861,0.000474094,0.0003178738,0.0002671563,0.0004711326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004011951,"about_ca_system_score_gemma":0.0001947944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008947822,"about_ca_topic_score_gemma":0.0008790302,"domain_scores_codex":[0.9997166,0.00003892352,0.00001309733,0.0000725335,0.00007348172,0.00008533178],"domain_scores_gemma":[0.9991241,0.0003292294,0.0001373805,0.0001171106,0.0002092586,0.00008295439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004415724,0.0002991284,0.008206932,0.0001275824,0.00007509544,0.0005841883,0.0001446701,0.1251022,0.8286878,0.001022627,0.00115557,0.03017857],"study_design_scores_gemma":[0.00006712138,0.003571723,0.0226857,0.00001311248,0.0001086891,0.0003626482,0.0002645265,0.09839385,0.8722495,0.0002451848,0.001958304,0.00007950931],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963665,0.0001137357,0.001658723,0.00005411005,0.00002829172,0.000003577556,0.0001028206,0.000117445,0.001554725],"genre_scores_gemma":[0.9995362,0.0000186782,0.0001994362,0.000005812972,0.00000313337,0.000001134409,0.00002823343,0.00001754659,0.0001898924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9991052,"threshold_uncertainty_score":0.008540809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090916905382479,"score_gpt":0.2147229140106042,"score_spread":0.1938137449567794,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}